The aroma of freshly baked bread filled the kitchen, a comforting scent that always brought a smile to Thomas's face. He hummed a tuneless melody as he spread butter on a warm slice, the simple action a balm to his soul.

A polite rap on the back door. It was Mr. Peterson, his hands clasped awkwardly in front of him.

"Thomas, I... uh... well, my back garden's a bit small, and I was wondering..." His voice trailed off.

Thomas swallowed a mouthful of bread. "Of course, Mr. Peterson. Take as much space as you need. How about the sunny spot near the oak tree?" He felt a sense of openness toward his neighbor.

Emotion: safe

Cluster: Calm / Serenity
PC1 (Valence): 1.86 Positive
PC2 (Disposition): -2.55

Role in Research

This story is one of 1,000 stories generated for the emotion safe. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 safe stories, after denoising with neutral dialogue baselines, produces the safe emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the safe vector is projected through the unembedding matrix.

Promoted:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370